Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD
Coding

Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding

7 October 2022

Bhanu Pratap Singh Rawat

Papers citing "Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding"

12 / 12 papers shown

Title
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs Xinxin You Xien Liu Xue Yang Ziyi Wang Ji Wu 41 0 0 19 Feb 2025
Surpassing GPT-4 Medical Coding with a Two-Stage Approach Zhichao Yang S. S. Batra Joel Stremmel Eran Halperin ELM 9 5 0 22 Nov 2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records Viktor Schlegel Hao Li Yuping Wu Anand Subramanian Thanh-Tung Nguyen ... Daniel Beck Xiaojun Zeng R. Batista-Navarro Stefan Winkler Goran Nenadic LM&MA MedIm 11 9 0 05 Jul 2023
Hierarchical Pretraining for Biomedical Term Embeddings Bryan Cai Sihang Zeng Yucong Lin Zheng Yuan D. Zhou Lu Tian 14 0 0 01 Jul 2023
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context Zonghai Yao Yi Cao Zhichao Yang Vijeta Deshpande Hong-ye Yu 105 20 0 26 Aug 2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo VLM MedIm 132 82 0 27 Jan 2022
Ontology-enhanced Prompt-tuning for Few-shot Learning Hongbin Ye Ningyu Zhang Shumin Deng Xiang Chen Hui Chen Feiyu Xiong Xi Chen Huajun Chen 101 44 0 27 Jan 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 11 27 0 08 Jan 2022
Can Language Models be Biomedical Knowledge Bases? Mujeen Sung Jinhyuk Lee Sean S. Yi Minji Jeon Sungdong Kim Jaewoo Kang AI4MH 108 105 0 15 Sep 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration Shufan Wang Laure Thompson Mohit Iyyer 164 66 0 13 Sep 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013